{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "d5ac471c",
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   "source": [
    "# Kurtosis Portfolio Optimization\n",
    "\n",
    "In this notebook we show how to use the semidefinite cone and second order cone to model the optimization of portfolio kurtosis.\n",
    "\n",
    "## <font color='red'> Warning: Don't use this model for n >= 30 without Mosek and I don't recommend to calculate $L_2$, $D_2$, $S_2$ and $\\Sigma_4$ for n >= 30 with Python (Use C++ and Armadillo library) </font>\n",
    "\n",
    "## 1. Kurtosis Minimization\n",
    "\n",
    "The minimization of portfolio kurtosis, as shown in __[Cajas (2022)](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4202967)__, can be posed as a convex problem as follows:\n",
    "\n",
    "$$\n",
    "\\begin{equation}\n",
    "\\begin{aligned}\n",
    "\\min_{x, \\, X, \\, z, \\, g} \\; &  g \\\\\n",
    "& \\left [ \\begin{array}{cc} X & x \\\\ x^{\\prime} & 1 \\end{array} \\right ] \\succeq 0 \\\\\n",
    "& z = L_{2} \\text{vec}(X) \\\\\n",
    "& \\left \\| \\left [ S_{2} \\Sigma_{4} S^{\\prime}_{2} \\right ]^{1/2} z \\right \\|_{2} \\leq g \\\\\n",
    "& \\sum^{n}_{i=1}x_{i} = 1 \\\\\n",
    "& x \\geq 0 \\\\\n",
    "& X \\succeq 0 \\\\\n",
    "\\end{aligned}\n",
    "\\end{equation}\n",
    "$$\n",
    "\n",
    "where:\n",
    "<br>$g$: is an auxiliary variable that represents the square root of portfolio kurtosis\n",
    "<br>$\\Sigma_{4}$: is the square co-kurtosis matrix.\n",
    "<br>$x$: is the vector of portfolio weights of size $n \\times 1$\n",
    "<br>$X$: is an auxiliary variable of size $n \\times n$ that is positive semidefinite.\n",
    "<br>$D_{2}$: is the duplication efined in __[Magnus (1980)](https://pure.uvt.nl/ws/portalfiles/portal/649691/26951_6623.pdf)__.\n",
    "<br>$L_{2}$: is the duplication elimination matrix defined in __[Magnus (1980)](https://pure.uvt.nl/ws/portalfiles/portal/649691/26951_6623.pdf)__.\n",
    "<br>$S_{2}$ is the duplication summation matrix defined as $S_{2} = D^{\\prime}_{2}D_{2}L_{2}$\n",
    "<br>$\\text{vec}$: is the vectorization operator."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "ec087b00",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[*********************100%***********************]  14 of 14 completed\n"
     ]
    },
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>BAX</th>\n",
       "      <th>BMY</th>\n",
       "      <th>CMCSA</th>\n",
       "      <th>CNP</th>\n",
       "      <th>CPB</th>\n",
       "      <th>GE</th>\n",
       "      <th>GOOG</th>\n",
       "      <th>MO</th>\n",
       "      <th>MSFT</th>\n",
       "      <th>NI</th>\n",
       "      <th>SEE</th>\n",
       "      <th>T</th>\n",
       "      <th>TGT</th>\n",
       "      <th>VZ</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Date</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2016-01-05</th>\n",
       "      <td>0.4036%</td>\n",
       "      <td>1.9693%</td>\n",
       "      <td>0.0180%</td>\n",
       "      <td>0.9305%</td>\n",
       "      <td>0.3678%</td>\n",
       "      <td>0.0977%</td>\n",
       "      <td>0.0998%</td>\n",
       "      <td>2.0212%</td>\n",
       "      <td>0.4562%</td>\n",
       "      <td>1.5881%</td>\n",
       "      <td>0.9758%</td>\n",
       "      <td>0.6987%</td>\n",
       "      <td>1.7539%</td>\n",
       "      <td>1.3735%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2016-01-06</th>\n",
       "      <td>0.2412%</td>\n",
       "      <td>-1.7557%</td>\n",
       "      <td>-0.7727%</td>\n",
       "      <td>-1.2473%</td>\n",
       "      <td>-0.1736%</td>\n",
       "      <td>-1.5940%</td>\n",
       "      <td>0.1400%</td>\n",
       "      <td>1.0589%</td>\n",
       "      <td>-1.8165%</td>\n",
       "      <td>0.5547%</td>\n",
       "      <td>-1.5647%</td>\n",
       "      <td>0.3108%</td>\n",
       "      <td>-1.0155%</td>\n",
       "      <td>-0.9035%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2016-01-07</th>\n",
       "      <td>-1.6573%</td>\n",
       "      <td>-2.7699%</td>\n",
       "      <td>-1.1047%</td>\n",
       "      <td>-1.9770%</td>\n",
       "      <td>-1.2206%</td>\n",
       "      <td>-4.2314%</td>\n",
       "      <td>-2.3170%</td>\n",
       "      <td>-1.7407%</td>\n",
       "      <td>-3.4783%</td>\n",
       "      <td>-2.2066%</td>\n",
       "      <td>-3.1557%</td>\n",
       "      <td>-1.6148%</td>\n",
       "      <td>-0.2700%</td>\n",
       "      <td>-0.5492%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2016-01-08</th>\n",
       "      <td>-1.6037%</td>\n",
       "      <td>-2.5425%</td>\n",
       "      <td>0.1099%</td>\n",
       "      <td>-0.2241%</td>\n",
       "      <td>0.5706%</td>\n",
       "      <td>-1.7950%</td>\n",
       "      <td>-1.6410%</td>\n",
       "      <td>0.1720%</td>\n",
       "      <td>0.3067%</td>\n",
       "      <td>-0.1538%</td>\n",
       "      <td>-0.1448%</td>\n",
       "      <td>0.0895%</td>\n",
       "      <td>-3.3839%</td>\n",
       "      <td>-0.9719%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2016-01-11</th>\n",
       "      <td>-1.6850%</td>\n",
       "      <td>-1.0215%</td>\n",
       "      <td>0.0914%</td>\n",
       "      <td>-1.1791%</td>\n",
       "      <td>0.5674%</td>\n",
       "      <td>0.4570%</td>\n",
       "      <td>0.2183%</td>\n",
       "      <td>2.0948%</td>\n",
       "      <td>-0.0573%</td>\n",
       "      <td>1.6436%</td>\n",
       "      <td>-0.1450%</td>\n",
       "      <td>1.2224%</td>\n",
       "      <td>1.4570%</td>\n",
       "      <td>0.5800%</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                BAX      BMY    CMCSA      CNP      CPB       GE     GOOG  \\\n",
       "Date                                                                        \n",
       "2016-01-05  0.4036%  1.9693%  0.0180%  0.9305%  0.3678%  0.0977%  0.0998%   \n",
       "2016-01-06  0.2412% -1.7557% -0.7727% -1.2473% -0.1736% -1.5940%  0.1400%   \n",
       "2016-01-07 -1.6573% -2.7699% -1.1047% -1.9770% -1.2206% -4.2314% -2.3170%   \n",
       "2016-01-08 -1.6037% -2.5425%  0.1099% -0.2241%  0.5706% -1.7950% -1.6410%   \n",
       "2016-01-11 -1.6850% -1.0215%  0.0914% -1.1791%  0.5674%  0.4570%  0.2183%   \n",
       "\n",
       "                 MO     MSFT       NI      SEE        T      TGT       VZ  \n",
       "Date                                                                       \n",
       "2016-01-05  2.0212%  0.4562%  1.5881%  0.9758%  0.6987%  1.7539%  1.3735%  \n",
       "2016-01-06  1.0589% -1.8165%  0.5547% -1.5647%  0.3108% -1.0155% -0.9035%  \n",
       "2016-01-07 -1.7407% -3.4783% -2.2066% -3.1557% -1.6148% -0.2700% -0.5492%  \n",
       "2016-01-08  0.1720%  0.3067% -0.1538% -0.1448%  0.0895% -3.3839% -0.9719%  \n",
       "2016-01-11  2.0948% -0.0573%  1.6436% -0.1450%  1.2224%  1.4570%  0.5800%  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "####################################\n",
    "# Downloading Data\n",
    "####################################\n",
    "!pip install --quiet yfinance\n",
    "\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import yfinance as yf\n",
    "from itertools import permutations\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.ticker as mtick\n",
    "\n",
    "import warnings\n",
    "\n",
    "warnings.filterwarnings(\"ignore\")\n",
    "\n",
    "yf.pdr_override()\n",
    "pd.options.display.float_format = '{:.4%}'.format\n",
    "\n",
    "# Date range\n",
    "start = '2016-01-01'\n",
    "end = '2021-12-30'\n",
    "\n",
    "# Tickers of assets\n",
    "assets = ['TGT', 'CMCSA', 'CPB', 'MO', 'T', 'BAX', 'BMY',\n",
    "          'MSFT', 'SEE', 'VZ', 'CNP', 'NI', 'GE', 'GOOG']\n",
    "assets.sort()\n",
    "\n",
    "# Downloading data\n",
    "data = yf.download(assets, start = start, end = end)\n",
    "data = data.loc[:,('Adj Close', slice(None))]\n",
    "data.columns = assets\n",
    "\n",
    "# Calculating returns\n",
    "Y = data[assets].pct_change().dropna()\n",
    "\n",
    "display(Y.head())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "c25573b6",
   "metadata": {},
   "outputs": [],
   "source": [
    "####################################\n",
    "# Auxiliary functions\n",
    "####################################\n",
    "\n",
    "# Function that calculates D_2\n",
    "def duplication_matrix(n):\n",
    "    out = np.zeros((int(n*(n+1)/2), n**2))\n",
    "    for j in range(1, n+1):\n",
    "        for i in range(j, n+1):\n",
    "            u = np.zeros((int(n*(n+1)/2), 1))\n",
    "            u[round((j-1)*n + i - ((j-1)*j)/2)-1] = 1.0\n",
    "            E = np.zeros((n,n))\n",
    "            E[i-1,j-1] = 1.0\n",
    "            E[j-1,i-1] = 1.0\n",
    "            out += u @ E.reshape(-1,1).T;\n",
    "    return out.T\n",
    "\n",
    "# Function that calculates L_2\n",
    "def duplication_elimination_matrix(n):\n",
    "    out = np.zeros((int(n*(n+1)/2), n**2))\n",
    "    for j in range(n):\n",
    "        e_j = np.zeros((1, n))\n",
    "        e_j[0, j] = 1.0\n",
    "        for i in range(j, n):\n",
    "            u = np.zeros((int(n*(n+1)/2), 1))      \n",
    "            row = round(j*n+i-((j+1)*j)/2)\n",
    "            u[row] = 1.0\n",
    "            e_i = np.zeros((1, n))\n",
    "            e_i[0,i] = 1.0\n",
    "            out += np.kron(u, np.kron(e_j, e_i))\n",
    "    return out\n",
    "\n",
    "# Function that calculates S_4\n",
    "def kurt_matrix(Y):\n",
    "    P = Y.to_numpy()\n",
    "    T, n = P.shape\n",
    "    mu = np.mean(P, axis=0).reshape(1,-1)\n",
    "    mu = np.repeat(mu, T, axis=0)\n",
    "    x = P - mu\n",
    "    ones = np.ones((1,n))\n",
    "    z = np.kron(ones, x) * np.kron(x, ones);\n",
    "    S4 = 1/T * z.T @ z\n",
    "    return S4"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "0f4caac4",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>weights</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>BAX</th>\n",
       "      <td>0.0000%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BMY</th>\n",
       "      <td>21.0918%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CMCSA</th>\n",
       "      <td>0.0000%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CNP</th>\n",
       "      <td>0.0000%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CPB</th>\n",
       "      <td>22.6310%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>GE</th>\n",
       "      <td>0.0000%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>GOOG</th>\n",
       "      <td>8.5224%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MO</th>\n",
       "      <td>0.0000%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MSFT</th>\n",
       "      <td>0.0000%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NI</th>\n",
       "      <td>0.0000%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SEE</th>\n",
       "      <td>5.0681%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>T</th>\n",
       "      <td>0.0000%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TGT</th>\n",
       "      <td>0.0000%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>VZ</th>\n",
       "      <td>42.6867%</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       weights\n",
       "BAX    0.0000%\n",
       "BMY   21.0918%\n",
       "CMCSA  0.0000%\n",
       "CNP    0.0000%\n",
       "CPB   22.6310%\n",
       "GE     0.0000%\n",
       "GOOG   8.5224%\n",
       "MO     0.0000%\n",
       "MSFT   0.0000%\n",
       "NI     0.0000%\n",
       "SEE    5.0681%\n",
       "T      0.0000%\n",
       "TGT    0.0000%\n",
       "VZ    42.6867%"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "####################################\n",
    "# Finding the Min Kurtosis Portfolio\n",
    "####################################\n",
    "\n",
    "import cvxpy as cp\n",
    "#import mosek\n",
    "from scipy.linalg import sqrtm\n",
    "\n",
    "# Parameters \n",
    "T, n = Y.shape\n",
    "\n",
    "D_2 = duplication_matrix(n)\n",
    "L_2 = duplication_elimination_matrix(n)\n",
    "S_2 = D_2.T @ D_2 @ L_2\n",
    "\n",
    "Sigma_4 = kurt_matrix(Y)\n",
    "Sigma_4_sqrt = sqrtm(S_2 @ Sigma_4 @ S_2.T)\n",
    "\n",
    "# Variables\n",
    "rows = int(n*(n+1)/2)\n",
    "x = cp.Variable((n,1))\n",
    "z = cp.Variable((rows,1))\n",
    "X = cp.Variable((n,n), PSD=True)\n",
    "g = cp.Variable()\n",
    "\n",
    "risk = g\n",
    "constraints = [cp.sum(x) == 1,\n",
    "               x >= 0,\n",
    "               z == L_2 @ cp.reshape(cp.vec(X), (n*n,1)),\n",
    "              ]\n",
    " \n",
    "M1 = cp.vstack([X, x.T])\n",
    "M2 = cp.vstack([x, np.ones((1, 1))])\n",
    "M3 = cp.hstack([M1, M2])\n",
    "\n",
    "constraints += [\n",
    "                cp.SOC(g, Sigma_4_sqrt @ z),\n",
    "                M3 >> 0,\n",
    "               ]\n",
    "\n",
    "obj = cp.Minimize(risk * 1000)\n",
    "prob = cp.Problem(obj, constraints)\n",
    "\n",
    "#prob.solve(solver='MOSEK', mosek_params= {mosek.iparam.num_threads: 2})\n",
    "prob.solve()\n",
    "w = pd.DataFrame(x.value, index=assets, columns=['weights'])\n",
    "display(w)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "8abf1eb1",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>weights</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>BAX</th>\n",
       "      <td>8.4725%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BMY</th>\n",
       "      <td>12.6225%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CMCSA</th>\n",
       "      <td>1.5316%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CNP</th>\n",
       "      <td>0.0000%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>CPB</th>\n",
       "      <td>15.1034%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>GE</th>\n",
       "      <td>0.0000%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>GOOG</th>\n",
       "      <td>9.8518%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MO</th>\n",
       "      <td>7.1117%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MSFT</th>\n",
       "      <td>0.0000%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NI</th>\n",
       "      <td>2.9515%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SEE</th>\n",
       "      <td>4.3759%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>T</th>\n",
       "      <td>0.0001%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TGT</th>\n",
       "      <td>6.4104%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>VZ</th>\n",
       "      <td>31.5685%</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       weights\n",
       "BAX    8.4725%\n",
       "BMY   12.6225%\n",
       "CMCSA  1.5316%\n",
       "CNP    0.0000%\n",
       "CPB   15.1034%\n",
       "GE     0.0000%\n",
       "GOOG   9.8518%\n",
       "MO     7.1117%\n",
       "MSFT   0.0000%\n",
       "NI     2.9515%\n",
       "SEE    4.3759%\n",
       "T      0.0001%\n",
       "TGT    6.4104%\n",
       "VZ    31.5685%"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "####################################\n",
    "# Finding the Min Variance Portfolio\n",
    "####################################\n",
    "\n",
    "!pip install --quiet riskfolio-lib\n",
    "import riskfolio as rp\n",
    "\n",
    "# Building the portfolio object\n",
    "port = rp.Portfolio(returns=Y)\n",
    "\n",
    "# Calculating optimum portfolio\n",
    "\n",
    "# Select method and estimate input parameters:\n",
    "\n",
    "method_mu='hist' # Method to estimate expected returns based on historical data.\n",
    "method_cov='hist' # Method to estimate covariance matrix based on historical data.\n",
    "\n",
    "port.assets_stats(method_mu=method_mu, method_cov=method_cov, d=0.94)\n",
    "\n",
    "# Estimate optimal portfolio:\n",
    "\n",
    "port.solvers = [cp.MOSEK]\n",
    "model='Classic' # Could be Classic (historical), BL (Black Litterman) or FM (Factor Model)\n",
    "rm = 'MV' # Risk measure used, this time will be EVaR\n",
    "obj = 'MinRisk' # Objective function, could be MinRisk, MaxRet, Utility or Sharpe\n",
    "hist = True # Use historical scenarios for risk measures that depend on scenarios\n",
    "rf = 0 # Risk free rate\n",
    "l = 0 # Risk aversion factor, only useful when obj is 'Utility'\n",
    "\n",
    "w2 = port.optimization(model=model, rm=rm, obj=obj, rf=rf, l=l, hist=hist)\n",
    "\n",
    "display(w2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "01cea5bb",
   "metadata": {},
   "outputs": [],
   "source": [
    "####################################\n",
    "# Montecarlo Simulation\n",
    "####################################\n",
    "\n",
    "# Montecarlo simulation of portfolio weights\n",
    "rs = np.random.RandomState(seed=123)\n",
    "s1 = rs.dirichlet([0.1] * len(assets), 10000)\n",
    "s2 = rs.dirichlet([0.25] * len(assets), 10000)\n",
    "s3 = rs.dirichlet([0.5] * len(assets), 10000)\n",
    "s4 = rs.dirichlet([0.75] * len(assets), 10000)\n",
    "s5 = rs.dirichlet([1.0] * len(assets), 10000)\n",
    "s6 = rs.dirichlet([1.5] * len(assets), 10000)\n",
    "s7 = rs.dirichlet([2.0] * len(assets), 10000)\n",
    "s8 = rs.dirichlet([3.0] * len(assets), 10000)\n",
    "sample = np.concatenate([np.identity(len(assets)), s1, s2, s3, s4, s5, s6, s7, s8], axis=0)\n",
    "\n",
    "# Calculating mean, standard deviation and square root kurtosis of each portfolio\n",
    "m = sample.shape[0]\n",
    "M_1 = np.mean(Y.to_numpy(), axis=0).reshape(1,-1)\n",
    "M_2 = Y.cov().to_numpy()\n",
    "\n",
    "c_mean = M_1 @ sample.T\n",
    "c_var = np.zeros(m)\n",
    "c_kurt = np.zeros(m)\n",
    "\n",
    "for i in range(0, m):\n",
    "    c_var[i] = (sample[i] @ M_2 @ sample[i].T) ** (0.5)\n",
    "    c_kurt[i] = (np.kron(sample[i], sample[i]) @ Sigma_4 @ np.kron(sample[i],sample[i]).T) ** (1/4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "a108ffdb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "####################################\n",
    "# Plotting Portfolios\n",
    "####################################\n",
    "\n",
    "fig, ax = plt.subplots(2, 1, figsize=(12,10))\n",
    "ax = np.ravel(ax)\n",
    "\n",
    "# Plotting Portfolios in mean-standard deviation plane\n",
    "cax0 = ax[0].scatter(c_var, c_mean, c=c_mean/c_var, cmap='Spectral')\n",
    "ax[0].scatter((w.to_numpy().T @ M_2 @ w.to_numpy()) ** (0.5),\n",
    "              M_1 @ w.to_numpy(),\n",
    "              marker='*',\n",
    "              s=2**8,\n",
    "              color='fuchsia',\n",
    "              label='Minimum Kurtosis')\n",
    "ax[0].scatter((w2.to_numpy().T @ M_2 @ w2.to_numpy()) ** (0.5),\n",
    "              M_1 @ w2.to_numpy(),\n",
    "              marker='*',\n",
    "              s=2**8,\n",
    "              color='tab:red',\n",
    "              label='Minimum Variance')\n",
    "\n",
    "# Plotting Portfolios in mean-square root kurtosis plane\n",
    "cax1 = ax[1].scatter(c_kurt, c_mean, c=c_mean/c_kurt**2, cmap='Spectral')\n",
    "ax[1].scatter((np.kron(w.to_numpy(), w.to_numpy()).T @ Sigma_4 @ np.kron(w.to_numpy(), w.to_numpy())) ** (0.25),\n",
    "              M_1 @ w.to_numpy(),\n",
    "              marker='*',\n",
    "              s=2**8,\n",
    "              color='fuchsia',\n",
    "              label='Minimum Kurtosis')\n",
    "ax[1].scatter((np.kron(w2.to_numpy(), w2.to_numpy()).T @ Sigma_4 @ np.kron(w2.to_numpy(), w2.to_numpy())) ** (0.25),\n",
    "              M_1 @ w2.to_numpy(),\n",
    "              marker='*',\n",
    "              s=2**8,\n",
    "              color='tab:red',\n",
    "              label='Minimum Variance')\n",
    "\n",
    "fig.colorbar(cax0, ax=ax[0], label='Expected Return / Standard Deviation')\n",
    "fig.colorbar(cax1, ax=ax[1], label='Expected Return / Square Root Kurtosis')\n",
    "\n",
    "ax[0].xaxis.set_major_formatter(mtick.PercentFormatter(xmax=1))\n",
    "ax[0].yaxis.set_major_formatter(mtick.PercentFormatter(xmax=1))\n",
    "ax[0].set_xlabel('Daily Standard Deviation')\n",
    "ax[0].set_ylabel('Daily Espected Return')\n",
    "ax[0].legend()\n",
    "\n",
    "ax[1].xaxis.set_major_formatter(mtick.PercentFormatter(xmax=1))\n",
    "ax[1].yaxis.set_major_formatter(mtick.PercentFormatter(xmax=1))\n",
    "ax[1].set_xlabel('Daily Fourth Root Kurtosis')\n",
    "ax[1].set_ylabel('Daily Espected Return')\n",
    "ax[1].legend()\n",
    "\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "f48b5e9e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "####################################\n",
    "# Plotting Portfolios Composition\n",
    "####################################\n",
    "\n",
    "fig, ax = plt.subplots(2, 1, figsize=(10,10))\n",
    "ax = np.ravel(ax)\n",
    "\n",
    "rp.plot_pie(w=w2,\n",
    "            title='Minimum Variance Portfolio',\n",
    "            others=0.05,\n",
    "            nrow=25,\n",
    "            ax=ax[0])\n",
    "\n",
    "rp.plot_pie(w=w,\n",
    "            title='Minimum Kurtosis Portfolio',\n",
    "            others=0.05,\n",
    "            nrow=25,\n",
    "            ax=ax[1])\n",
    "\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "31e4892f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "####################################\n",
    "# Plotting Portfolios Histogram\n",
    "####################################\n",
    "\n",
    "fig, ax = plt.subplots(2, 1, figsize=(10,8))\n",
    "ax = np.ravel(ax)\n",
    "\n",
    "rp.plot_hist(returns=Y,\n",
    "             w=w2,\n",
    "             alpha=0.05,\n",
    "             bins=50,\n",
    "             ax=ax[0])\n",
    "\n",
    "rp.plot_hist(returns=Y,\n",
    "             w=w,\n",
    "             alpha=0.05,\n",
    "             bins=50,\n",
    "             ax=ax[1])\n",
    "\n",
    "ax[0].set_title('Minimum Variance Portfolio Histogram')\n",
    "ax[1].set_title('Minimum Kurtosis Portfolio Histogram')\n",
    "\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "156c9909",
   "metadata": {},
   "source": [
    "We can see that the minimum kurtosis portfolio reduce the tails of portfolio returns distribution compared to minimun variance portfolio because more conservative downside risk measures like Entropic Value at Risk and Worst realization are lower for the minimum kurtosis portfolio.\n",
    "\n",
    "This portfolio optimization model will be added soon to the CVXPY based library __[Riskfolio-Lib](https://github.com/dcajasn/Riskfolio-Lib)__."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
